Weights & Biases
Weights & Biases provides AI developers with tools for model tracking and collaboration.
About
Weights & Biases, founded in 2017 by Lukas Biewald, Chris Van Pelt, and Shawn Lewis, offers a suite of tools designed to assist machine learning engineers in tracking experiments, managing datasets, and collaborating effectively. Their platform includes features for visualizing model performance, versioning datasets, and automating training processes, aiming to streamline the machine learning development lifecycle.
The company's flagship products are W&B Models and W&B Weave. W&B Models enables users to train, fine-tune, and manage AI models, providing a comprehensive system for experiment tracking and model versioning. W&B Weave focuses on LLM observability, allowing developers to evaluate, monitor, and iterate on large language model applications, facilitating the development of AI-powered applications with confidence.
As of August 2023, Weights & Biases has secured a total of $250 million in funding across multiple rounds, with a valuation of $1.25 billion. Notable investors include Coatue, Insight Partners, Felicis Ventures, and Bond Capital. The company has established partnerships with leading AI organizations, including OpenAI, NVIDIA, and Cohere, and serves over 1,300 customers, including more than 30 foundation model builders. In May 2025, Weights & Biases was acquired by CoreWeave, a move that is expected to enhance its capabilities in the generative AI sector.
Headquartered at 400 Alabama Street Suite 202, San Francisco, California, 94110, United States, Weights & Biases employs between 200 and 500 individuals. The company operates in the AI infrastructure sector, providing essential tools for machine learning practitioners to build, track, and deploy models efficiently. Its main competitors include DataRobot, Abacus.AI, and Anyscale, which also offer platforms for machine learning operations and model management.
In addition to its core offerings, Weights & Biases has expanded its product suite to include W&B Prompts, a tool designed to help users monitor and evaluate the performance of large language models, further solidifying its position in the AI development ecosystem. The company's commitment to providing comprehensive, user-friendly tools has made it a preferred choice for machine learning teams seeking to enhance their development workflows and model performance.
◆ Why it matters
Weights & Biases plays a significant role in the AI economy by providing a comprehensive platform that addresses key challenges in machine learning development, such as experiment tracking, dataset management, and model deployment. Its tools, including W&B Models and W&B Weave, are integrated into over 20,000 open-source repositories and have been cited in numerous machine learning academic research papers. The company's strategic partnerships with organizations like OpenAI and NVIDIA, along with its substantial funding and recent acquisition by CoreWeave, position it as a pivotal player in advancing AI development practices and infrastructure.
Notable for
Acquired by CoreWeave in May 2025, enhancing its capabilities in generative AI.